Heterogeneous face image matching using multi-scale features. - Sifei Liu; Dong Yi; Zhen Lei 001; Stan Z. Li (ICB, 2012)

A face antispoofing database with diverse attacks. - Zhiwei Zhang; Junjie Yan; Sifei Liu; Zhen Lei 001; Dong Yi; Stan Z. Li (ICB, 2012)

Discriminant analysis with Gabor phase for robust face recognition. - Jianfei Zhu; Dong Cao; Sifei Liu; Zhen Lei 001; Stan Z. Li (ICB, 2012)

Structured Face Hallucination. - Chih-Yuan Yang; Sifei Liu; Ming-Hsuan Yang 001 (CVPR, 2013)

Compressed face hallucination. - Sifei Liu; Ming-Hsuan Yang 001 (ICIP, 2014)

Multi-objective convolutional learning for face labeling. - Sifei Liu; Jimei Yang; Chang Huang; Ming-Hsuan Yang 001 (CVPR, 2015)

Learning Recursive Filters for Low-Level Vision via a Hybrid Neural Network. - Sifei Liu; Jin-shan Pan; Ming-Hsuan Yang 001 (ECCV (4), 2016)

Deep Cascaded Bi-Network for Face Hallucination. - Shizhan Zhu; Sifei Liu; Chen Change Loy; Xiaoou Tang (ECCV (5), 2016)

Face Parsing via Recurrent Propagation. - Sifei Liu; Jianping Shi; Liang Ji; Ming-Hsuan Yang 001 (BMVC, 2017)

Generative Face Completion. - Yijun Li 001; Sifei Liu; Jimei Yang; Ming-Hsuan Yang 001 (CVPR, 2017)

Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos. - Kihyuk Sohn; Sifei Liu; Guangyu Zhong; Xiang Yu 002; Ming-Hsuan Yang 001; Manmohan Chandraker (ICCV, 2017)

Learning Affinity via Spatial Propagation Networks. - Sifei Liu; Shalini De Mello; Jinwei Gu; Guangyu Zhong; Ming-Hsuan Yang 001; Jan Kautz (NIPS, 2017)

Learning to Segment Instances in Videos with Spatial Propagation Network. - Jingchun Cheng; Sifei Liu; Yi-Hsuan Tsai; Wei-Chih Hung; Shalini De Mello; Jinwei Gu; Jan Kautz; Shengjin Wang; Ming-Hsuan Yang 001 (CoRR, 2017)

Learning Affinity to Parse Images. - Sifei Liu (2017)

Learning Dual Convolutional Neural Networks for Low-Level Vision. - Jinshan Pan; Sifei Liu; Deqing Sun; Jiawei Zhang 002; Yang Liu 119; Jimmy S. J. Ren; Zechao Li; Jinhui Tang 001; Huchuan Lu; Yu-Wing Tai; Ming-Hsuan Yang 001 (CVPR, 2018)

Switchable Temporal Propagation Network. - Sifei Liu; Guangyu Zhong; Shalini De Mello; Jinwei Gu; Varun Jampani; Ming-Hsuan Yang 001; Jan Kautz (ECCV (7), 2018)

Rendering Portraitures from Monocular Camera and Beyond. - Xiangyu Xu 002; Deqing Sun; Sifei Liu; Wenqi Ren; Yu-Jin Zhang; Ming-Hsuan Yang 001; Jian Sun (ECCV (9), 2018)

Context-aware Synthesis and Placement of Object Instances. - Donghoon Lee 004; Sifei Liu; Jinwei Gu; Ming-Yu Liu 001; Ming-Hsuan Yang 001; Jan Kautz (NeurIPS, 2018)

Learning Video-Story Composition via Recurrent Neural Network. - Guangyu Zhong; Yi-Hsuan Tsai; Sifei Liu; Zhixun Su; Ming-Hsuan Yang 001 (WACV, 2018)

Switchable Temporal Propagation Network. - Sifei Liu; Guangyu Zhong; Shalini De Mello; Jinwei Gu; Ming-Hsuan Yang 001; Jan Kautz (CoRR, 2018)

Learning Linear Transformations for Fast Arbitrary Style Transfer. - Xueting Li; Sifei Liu; Jan Kautz; Ming-Hsuan Yang 001 (CoRR, 2018)

Hallucinating Compressed Face Images. - Chih-Yuan Yang; Sifei Liu; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2018)

Few-Shot Viewpoint Estimation. - Hung-Yu Tseng; Shalini De Mello; Jonathan Tremblay; Sifei Liu; Stan Birchfield; Ming-Hsuan Yang 001; Jan Kautz (BMVC, 2019)

SCOPS: Self-Supervised Co-Part Segmentation. - Wei-Chih Hung; Varun Jampani; Sifei Liu; Pavlo Molchanov 001; Ming-Hsuan Yang 001; Jan Kautz (CVPR, 2019)

Learning Linear Transformations for Fast Image and Video Style Transfer. - Xueting Li; Sifei Liu; Jan Kautz; Ming-Hsuan Yang 001 (CVPR, 2019)

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments. - Xueting Li; Sifei Liu; Kihwan Kim; Xiaolong Wang 004; Ming-Hsuan Yang 001; Jan Kautz (CVPR, 2019)

Learning Propagation for Arbitrarily-Structured Data. - Sifei Liu; Xueting Li; Varun Jampani; Shalini De Mello; Jan Kautz (ICCV, 2019)

Joint-task Self-supervised Learning for Temporal Correspondence. - Xueting Li; Sifei Liu; Shalini De Mello; Xiaolong Wang 004; Jan Kautz; Ming-Hsuan Yang 001 (NeurIPS, 2019)

Low-Light Image Enhancement via a Deep Hybrid Network. - Wenqi Ren; Sifei Liu; Lin Ma 002; Qianqian Xu; Xiangyu Xu 002; Xiaochun Cao; Junping Du 001; Ming-Hsuan Yang 001 (IEEE Trans. Image Process., 2019)

Regularizing Meta-learning via Gradient Dropout. - Hung-Yu Tseng; Yi-Wen Chen; Yi-Hsuan Tsai; Sifei Liu; Yen-Yu Lin; Ming-Hsuan Yang 001 (ACCV (4), 2020)

Self-Supervised Viewpoint Learning From Image Collections. - Siva Karthik Mustikovela; Varun Jampani; Shalini De Mello; Sifei Liu; Umar Iqbal 001; Carsten Rother; Jan Kautz (CVPR, 2020)

Self-supervised Single-View 3D Reconstruction via Semantic Consistency. - Xueting Li; Sifei Liu; Kihwan Kim; Shalini De Mello; Varun Jampani; Ming-Hsuan Yang 001; Jan Kautz (ECCV (14), 2020)

Online Adaptation for Consistent Mesh Reconstruction in the Wild. - Xueting Li; Sifei Liu; Shalini De Mello; Kihwan Kim; Xiaolong Wang 004; Ming-Hsuan Yang 001; Jan Kautz (NeurIPS, 2020)

Transboundary Pathogenic microRNA Analysis Framework for Crop Fungi Driven by Biological Big Data and Artificial Intelligence Model. - Tianyue Zhang; Haowu Chang; Borui Zhang; Sifei Liu; Tianheng Zhao; Enshuang Zhao; Hengyi Zhao; Hao Zhang 064 (Comput. Biol. Chem., 2020)

Weakly-Supervised Semantic Segmentation by Iterative Affinity Learning. - Xiang Wang 003; Sifei Liu; Huimin Ma 001; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2020)

Hierarchical Contrastive Motion Learning for Video Action Recognition. - Xitong Yang; Xiaodong Yang 001; Sifei Liu; Deqing Sun; Larry Davis 001; Jan Kautz (BMVC, 2021)

Learning Continuous Image Representation With Local Implicit Image Function. - Yinbo Chen; Sifei Liu; Xiaolong Wang 004 (CVPR, 2021)

Learning to Track Instances without Video Annotations. - Yang Fu; Sifei Liu; Umar Iqbal 001; Shalini De Mello; Humphrey Shi; Jan Kautz (CVPR, 2021)

Semi-Supervised 3D Hand-Object Poses Estimation With Interactions in Time. - Shaowei Liu; Hanwen Jiang; Jiarui Xu; Sifei Liu; Xiaolong Wang 004 (CVPR, 2021)

Synthesizing Long-Term 3D Human Motion and Interaction in 3D Scenes. - Jiashun Wang; Huazhe Xu; Jingwei Xu 005; Sifei Liu; Xiaolong Wang 004 (CVPR, 2021)

Video Autoencoder: self-supervised disentanglement of static 3D structure and motion. - Zihang Lai; Sifei Liu; Alexei A. Efros; Xiaolong Wang 004 (ICCV, 2021)

Self-Supervised Object Detection via Generative Image Synthesis. - Siva Karthik Mustikovela; Shalini De Mello; Aayush Prakash; Umar Iqbal 001; Sifei Liu; Thu Nguyen-Phuoc; Carsten Rother; Jan Kautz (ICCV, 2021)

Video Matting via Consistency-Regularized Graph Neural Networks. - Tiantian Wang; Sifei Liu; Yapeng Tian; Kai Li; Ming-Hsuan Yang 001 (ICCV, 2021)

Contrastive Syn-to-Real Generalization. - Wuyang Chen 001; Zhiding Yu; Shalini De Mello; Sifei Liu; José M. Álvarez 004; Zhangyang Wang; Anima Anandkumar (ICLR, 2021)

Learning 3D Dense Correspondence via Canonical Point Autoencoder. - An-Chieh Cheng; Xueting Li; Min Sun 001; Ming-Hsuan Yang 001; Sifei Liu (NeurIPS, 2021)

Coupled Segmentation and Edge Learning via Dynamic Graph Propagation. - Zhiding Yu; Rui Huang; Wonmin Byeon; Sifei Liu; Guilin Liu; Thomas M. Breuel; Anima Anandkumar; Jan Kautz (NeurIPS, 2021)

CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs. - Jiteng Mu; Shalini De Mello; Zhiding Yu; Nuno Vasconcelos; Xiaolong Wang 004; Jan Kautz; Sifei Liu (CVPR, 2022)

GroupViT: Semantic Segmentation Emerges from Text Supervision. - Jiarui Xu; Shalini De Mello; Sifei Liu; Wonmin Byeon; Thomas M. Breuel; Jan Kautz; Xiaolong Wang 004 (CVPR, 2022)

Autoregressive 3D Shape Generation via Canonical Mapping. - An-Chieh Cheng; Xueting Li; Sifei Liu; Min Sun 001; Ming-Hsuan Yang 001 (ECCV (3), 2022)

Scraping Textures from Natural Images for Synthesis and Editing. - Xueting Li; Xiaolong Wang 004; Ming-Hsuan Yang 001; Alexei A. Efros; Sifei Liu (ECCV (15), 2022)

Learning Continuous Environment Fields via Implicit Functions. - Xueting Li; Shalini De Mello; Xiaolong Wang 004; Ming-Hsuan Yang 001; Jan Kautz; Sifei Liu (ICLR, 2022)

DIP: Differentiable Interreflection-aware Physics-based Inverse Rendering. - Youming Deng; Xueting Li; Sifei Liu; Ming-Hsuan Yang 001 (CoRR, 2022)

Learning Contrastive Representation for Semantic Correspondence. - Taihong Xiao; Sifei Liu; Shalini De Mello; Zhiding Yu; Jan Kautz; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2022)

Correction to: Learning Contrastive Representation for Semantic Correspondence. - Taihong Xiao; Sifei Liu; Shalini De Mello; Zhiding Yu; Jan Kautz; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2022)

Deblurring Dynamic Scenes via Spatially Varying Recurrent Neural Networks. - Wenqi Ren; Jiawei Zhang 002; Jinshan Pan; Sifei Liu; Jimmy S. Ren; Junping Du 001; Xiaochun Cao; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Zero-shot Pose Transfer for Unrigged Stylized 3D Characters. - Jiashun Wang; Xueting Li; Sifei Liu; Shalini De Mello; Orazio Gallo; Xiaolong Wang 004; Jan Kautz (CVPR, 2023)

Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models. - Jiarui Xu; Sifei Liu; Arash Vahdat; Wonmin Byeon; Xiaolong Wang 004; Shalini De Mello (CVPR, 2023)

Affordance Diffusion: Synthesizing Hand-Object Interactions. - Yufei Ye; Xueting Li; Abhinav Gupta 001; Shalini De Mello; Stan Birchfield; Jiaming Song; Shubham Tulsiani; Sifei Liu (CVPR, 2023)

Self-Supervised Super-Plane for Neural 3D Reconstruction. - Botao Ye; Sifei Liu; Xueting Li; Ming-Hsuan Yang 001 (CVPR, 2023)

Generalizable One-shot 3D Neural Head Avatar. - Xueting Li; Shalini De Mello; Sifei Liu; Koki Nagano; Umar Iqbal 001; Jan Kautz (NeurIPS, 2023)

Generalizable One-shot Neural Head Avatar. - Xueting Li; Shalini De Mello; Sifei Liu; Koki Nagano; Umar Iqbal 001; Jan Kautz (CoRR, 2023)

A Unified Approach for Text- and Image-guided 4D Scene Generation. - Yufeng Zheng; Xueting Li; Koki Nagano; Sifei Liu; Karsten Kreis; Otmar Hilliges; Shalini De Mello (CoRR, 2023)

Physics-based Indirect Illumination for Inverse Rendering. - Youming Deng; Xueting Li; Sifei Liu; Ming-Hsuan Yang 001 (3DV, 2024)

COLMAP-Free 3D Gaussian Splatting. - Yang Fu; Xiaolong Wang 004; Sifei Liu; Amey Kulkarni; Jan Kautz; Alexei A. Efros (CVPR, 2024)

RegionGPT: Towards Region Understanding Vision Language Model. - Qiushan Guo; Shalini De Mello; Hongxu Yin; Wonmin Byeon; Ka Chun Cheung; Yizhou Yu; Ping Luo 002; Sifei Liu (CVPR, 2024)

Communication-Efficient Collaborative Perception via Information Filling with Codebook. - Yue Hu; Juntong Peng; Sifei Liu; Junhao Ge; Si Liu; Siheng Chen (CVPR, 2024)

RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos. - Hongchi Xia; Yang Fu; Sifei Liu; Xiaolong Wang 004 (CVPR, 2024)

HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data. - Mengqi Zhang; Yang Fu; Zheng Ding; Sifei Liu; Zhuowen Tu; Xiaolong Wang 004 (CVPR, 2024)

A Unified Approach for Text-and Image-Guided 4D Scene Generation. - Yufeng Zheng; Xueting Li; Koki Nagano; Sifei Liu; Otmar Hilliges; Shalini De Mello (CVPR, 2024)

Compositional Text-to-Image Generation with Feedforward Layout Generation. - Sifei Liu; Weili Nie; An-Chieh Cheng; Morteza Mardani; Chao Liu 064; Benjamin Eckart; Arash Vahdat (ECCV Workshops (11), 2024)

TUVF: Learning Generalizable Texture UV Radiance Fields. - An-Chieh Cheng; Xueting Li; Sifei Liu; Xiaolong Wang 004 (ICLR, 2024)

3D Reconstruction with Generalizable Neural Fields using Scene Priors. - Yang Fu; Shalini De Mello; Xueting Li; Amey Kulkarni; Jan Kautz; Xiaolong Wang 004; Sifei Liu (ICLR, 2024)

Compositional Text-to-Image Generation with Dense Blob Representations. - Weili Nie; Sifei Liu; Morteza Mardani; Chao Liu 064; Benjamin Eckart; Arash Vahdat (ICML, 2024)

SpatialRGPT: Grounded Spatial Reasoning in Vision-Language Models. - An-Chieh Cheng; Hongxu Yin; Yang Fu; Qiushan Guo; Ruihan Yang; Jan Kautz; Xiaolong Wang 004; Sifei Liu (NeurIPS, 2024)

CosAE: Learnable Fourier Series for Image Restoration. - Sifei Liu; Shalini De Mello; Jan Kautz (NeurIPS, 2024)

BlobGEN-3D: Compositional 3D-Consistent Freeview Image Generation with 3D Blobs. - Chao Liu 064; Weili Nie; Sifei Liu; Abhishek Badki; Hang Su 005; Morteza Mardani; Benjamin Eckart; Arash Vahdat (SIGGRAPH Asia, 2024)

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model. - An-Chieh Cheng; Hongxu Yin; Yang Fu; Qiushan Guo; Ruihan Yang; Jan Kautz; Xiaolong Wang 004; Sifei Liu (CoRR, 2024)

CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation. - Dejia Xu; Weili Nie; Chao Liu 064; Sifei Liu; Jan Kautz; Zhangyang Wang; Arash Vahdat (CoRR, 2024)

GroPrompt: Efficient Grounded Prompting and Adaptation for Referring Video Object Segmentation. - Ci-Siang Lin; I-Jieh Liu; Min-Hung Chen; Chien-Yi Wang; Sifei Liu; Yu-Chiang Frank Wang (CoRR, 2024)

NaVILA: Legged Robot Vision-Language-Action Model for Navigation. - An-Chieh Cheng; Yandong Ji; Zhaojing Yang; Xueyan Zou; Jan Kautz; Erdem Biyik; Hongxu Yin; Sifei Liu; Xiaolong Wang 004 (CoRR, 2024)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Yunhao Fang; et al. (CoRR, 2024)

AGG: Amortized Generative 3D Gaussians for Single Image to 3D. - Dejia Xu; Ye Yuan 012; Morteza Mardani; Sifei Liu; Jiaming Song; Zhangyang Wang; Arash Vahdat (Trans. Mach. Learn. Res., 2024)

Synthesizing Consistent Novel Views Via 3D Epipolar Attention Without Re-Training. - Botao Ye; Sifei Liu; Xueting Li; Marc Pollefeys; Ming-Hsuan Yang 001 (3DV, 2025)

BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations. - Weixi Feng; Chao Liu 064; Sifei Liu; William Yang Wang; Arash Vahdat; Weili Nie (CVPR, 2025)

Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks. - Miran Heo; Min-Hung Chen; De-An Huang; Sifei Liu; Subhashree Radhakrishnan; Seon Joo Kim; Yu-Chiang Frank Wang; Ryo Hachiuma (CVPR, 2025)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Haotian Tang; et al. (CVPR, 2025)

Scaling Vision Pre-Training to 4K Resolution. - Baifeng Shi; Boyi Li; Han Cai; Yao Lu 006; Sifei Liu; Marco Pavone 001; Jan Kautz; Song Han 003; Trevor Darrell; Pavlo Molchanov 001; Hongxu Yin (CVPR, 2025)

Parallel Sequence Modeling via Generalized Spatial Propagation Network. - Hongjun Wang; Wonmin Byeon; Jiarui Xu; Jinwei Gu; Ka Chun Cheung; Xiaolong Wang 004; Kai Han 001; Jan Kautz; Sifei Liu (CVPR, 2025)

No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images. - Botao Ye; Sifei Liu; Haofei Xu; Xueting Li; Marc Pollefeys; Ming-Hsuan Yang 001; Songyou Peng (ICLR, 2025)

3D-Spatial Multimodal Memory. - Xueyan Zou; Yuchen Song; Ri-Zhao Qiu; Xuanbin Peng; Jianglong Ye; Sifei Liu; Xiaolong Wang 004 (ICLR, 2025)

SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data Assimilation. - Maying Shen; Nadine Chang; Sifei Liu; José M. Álvarez 004 (KDD (1), 2025)

M3: 3D-Spatial MultiModal Memory. - Xueyan Zou; Yuchen Song; Ri-Zhao Qiu; Xuanbin Peng; Jianglong Ye; Sifei Liu; Xiaolong Wang 004 (CoRR, 2025)

Describe Anything: Detailed Localized Image and Video Captioning. - Long Lian; Yifan Ding; Yunhao Ge; Sifei Liu; Hanzi Mao; Boyi Li; Marco Pavone 001; Ming-Yu Liu 001; Trevor Darrell; Adam Yala; Yin Cui (CoRR, 2025)

Scaling RL to Long Videos. - Yukang Chen; Wei Huang; Baifeng Shi; Qinghao Hu 004; Hanrong Ye; Ligeng Zhu; Zhijian Liu; Pavlo Molchanov 001; Jan Kautz; Xiaojuan Qi; Sifei Liu; Hongxu Yin; et al. (CoRR, 2025)

EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos. - Ruihan Yang; Qinxi Yu; Yecheng Wu; Rui Yan; Borui Li; An-Chieh Cheng; Xueyan Zou; Yunhao Fang; Xuxin Cheng; Ri-Zhao Qiu; Hongxu Yin; Sifei Liu; et al. (CoRR, 2025)